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Mar, 2024
面向模型反演攻击的适应性混合遮蔽策略的隐私保护人脸识别
Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack
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Yuanqing Huang, Yinggui Wang, Jianshu Li, Le Yang, Kai Song...
TL;DR
本文介绍了一种针对模型反演攻击的自适应混合遮蔽算法,通过在频域中使用自适应MixUp策略对人脸图像进行遮蔽,较传统方法获得更好的隐私保护和识别准确性。
Abstract
The utilization of personal sensitive data in training
face recognition
(FR) models poses significant privacy concerns, as adversaries can employ
model inversion attacks
(MIA) to infer the original training data.
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